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# Umar Aziz

**Headline:** Professional profile
**Location:** Lahore, Punjab, Pakistan

## About

Umar Aziz is a full\-stack software engineer with experience in AI engineering, frontend development with Next\.js, and backend systems built around microservices\. Umar has built a multilingual retrieval\-augmented generation product from scratch, working hands\-on with RAG systems, embedding models, multilingual search, and OCR\. He is particularly strong at diagnosing weak multilingual search results and iterating on the underlying retrieval, embeddings, and language\-processing components to improve them\. Umar also persisted through the challenges of making Urdu OCR work as part of multilingual product development\. His backend experience includes designing architectures composed of multiple services, while his frontend work includes building with Next\.js\. Umar is motivated by taking products into production, where real users and their feedback can guide further improvement\. He is drawn to startup environments that offer ownership and a fast pace, and he can work remotely across time zones\.

## Highlights

- Built a multilingual retrieval\-augmented generation product from scratch\.
- Has hands\-on experience with RAG systems and embedding models\.
- Worked on diagnosing and improving weak multilingual search results\.
- Persisted in making Urdu OCR work in a multilingual product context\.
- Built frontend applications with Next\.js\.
- Built a microservices architecture with multiple backend services\.
- Brings full\-stack software engineering experience alongside AI engineering experience\.
- Motivated by taking products into production and incorporating real user feedback\.
- Can work remotely across time zones\.

## FAQ

### What does Umar do?

Umar is a full\-stack software engineer with experience in AI engineering\. He works across frontend development, backend microservices, and AI\-enabled product capabilities such as retrieval\-augmented generation, embeddings, multilingual search, and OCR\.

### What frontend technology has Umar used?

Umar has experience building frontend applications with Next\.js\.

### What backend architecture experience does Umar have?

Umar has built microservices architecture with multiple backend services\.

### What AI engineering experience does Umar have?

Umar has hands\-on experience with RAG systems, embedding models, and multilingual OCR\.

### What notable AI product has Umar built?

Umar built a multilingual RAG product from scratch\.

### What experience does Umar have with multilingual search?

Umar has worked on diagnosing weak multilingual search results, including the retrieval and embedding\-related components that affect search quality\.

### What experience does Umar have with Urdu OCR?

Umar persisted through the work required to make Urdu OCR function within a multilingual product context\.

### What motivates Umar in product development?

Umar is motivated by products reaching production and by the feedback those products receive from real users\.

### What work environment does Umar prefer?

Umar is drawn to startup environments with ownership and a fast pace\.

### Is Umar available for remote, time\-zone\-flexible work?

Umar can work remotely across time zones\.

## Links

- LinkedIn: https://www\.linkedin\.com/in/umar\-aziz\-dev/\]\(https://www\.linkedin\.com/in/umar\-aziz\-dev

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